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Medical VQA models can now reason more reliably thanks to a new framework that disentangles true causal effects from spurious correlations by jointly tackling observable and unobservable confounders.
Achieve anatomically consistent and controllable counterfactual CXR synthesis by steering diffusion model attention with organ masks and pathology guidance.